Overview
Dataset statistics
| Number of variables | 8 |
|---|---|
| Number of observations | 2421 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 153.7 KiB |
| Average record size in memory | 65.0 B |
Variable types
| DateTime | 1 |
|---|---|
| TimeSeries | 6 |
| Boolean | 1 |
Timeseries statistics
| Number of series | 6 |
|---|---|
| Time series length | 2421 |
| Starting point | 2010-01-04 00:00:00 |
| Ending point | 2019-08-19 00:00:00 |
| Period | 1 day, 10 hours and 50 minutes |
repaired? has constant value "False" | Constant |
adj close is highly overall correlated with close and 4 other fields | High correlation |
close is highly overall correlated with adj close and 4 other fields | High correlation |
high is highly overall correlated with adj close and 4 other fields | High correlation |
low is highly overall correlated with adj close and 4 other fields | High correlation |
open is highly overall correlated with adj close and 4 other fields | High correlation |
volume is highly overall correlated with adj close and 4 other fields | High correlation |
adj close is non stationary | Non stationary |
close is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
open is non stationary | Non stationary |
volume is non stationary | Non stationary |
adj close is seasonal | Seasonal |
close is seasonal | Seasonal |
high is seasonal | Seasonal |
low is seasonal | Seasonal |
open is seasonal | Seasonal |
volume is seasonal | Seasonal |
Date has unique values | Unique |
Reproduction
| Analysis started | 2026-02-02 04:32:19.090243 |
|---|---|
| Analysis finished | 2026-02-02 04:32:22.228589 |
| Duration | 3.14 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
Date
Date
Unique
| Distinct | 2421 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 37.8 KiB |
| Minimum | 2010-01-04 00:00:00 |
|---|---|
| Maximum | 2019-08-19 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
adj close
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 89 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.116894 |
|---|---|
| Minimum | 26 |
| Maximum | 114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.8 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 52 |
| median | 74 |
| Q3 | 94 |
| 95-th percentile | 105 |
| Maximum | 114 |
| Range | 88 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 22.083743 |
|---|---|
| Coefficient of variation (CV) | 0.30203338 |
| Kurtosis | -1.384764 |
| Mean | 73.116894 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.034750164 |
| Sum | 177016 |
| Variance | 487.6917 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6003828664 |
Gap statistics
| number of gaps | 502 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 12 minutes |
| std | 8 hours, 18 minutes and 34.69 seconds |
| Value | Count | Frequency (%) |
| 97 | 67 | 2.8% |
| 46 | 65 | 2.7% |
| 49 | 64 | 2.6% |
| 93 | 62 | 2.6% |
| 48 | 62 | 2.6% |
| 53 | 59 | 2.4% |
| 50 | 59 | 2.4% |
| 45 | 56 | 2.3% |
| 94 | 52 | 2.1% |
| 52 | 52 | 2.1% |
| Other values (79) | 1823 |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 27 | 2 | 0.1% |
| 28 | 2 | 0.1% |
| 29 | 3 | |
| 30 | 7 | |
| 31 | 7 | |
| 32 | 7 | |
| 33 | 5 | |
| 34 | 4 | |
| 35 | 5 |
| Value | Count | Frequency (%) |
| 114 | 2 | 0.1% |
| 113 | 3 | 0.1% |
| 112 | 3 | 0.1% |
| 111 | 3 | 0.1% |
| 110 | 6 | 0.2% |
| 109 | 8 | 0.3% |
| 108 | 15 | |
| 107 | 32 | |
| 106 | 26 | |
| 105 | 29 |
close
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 89 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.116894 |
|---|---|
| Minimum | 26 |
| Maximum | 114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.8 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 52 |
| median | 74 |
| Q3 | 94 |
| 95-th percentile | 105 |
| Maximum | 114 |
| Range | 88 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 22.083743 |
|---|---|
| Coefficient of variation (CV) | 0.30203338 |
| Kurtosis | -1.384764 |
| Mean | 73.116894 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.034750164 |
| Sum | 177016 |
| Variance | 487.6917 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6003828664 |
Gap statistics
| number of gaps | 502 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 12 minutes |
| std | 8 hours, 18 minutes and 34.69 seconds |
| Value | Count | Frequency (%) |
| 97 | 67 | 2.8% |
| 46 | 65 | 2.7% |
| 49 | 64 | 2.6% |
| 93 | 62 | 2.6% |
| 48 | 62 | 2.6% |
| 53 | 59 | 2.4% |
| 50 | 59 | 2.4% |
| 45 | 56 | 2.3% |
| 94 | 52 | 2.1% |
| 52 | 52 | 2.1% |
| Other values (79) | 1823 |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 27 | 2 | 0.1% |
| 28 | 2 | 0.1% |
| 29 | 3 | |
| 30 | 7 | |
| 31 | 7 | |
| 32 | 7 | |
| 33 | 5 | |
| 34 | 4 | |
| 35 | 5 |
| Value | Count | Frequency (%) |
| 114 | 2 | 0.1% |
| 113 | 3 | 0.1% |
| 112 | 3 | 0.1% |
| 111 | 3 | 0.1% |
| 110 | 6 | 0.2% |
| 109 | 8 | 0.3% |
| 108 | 15 | |
| 107 | 32 | |
| 106 | 26 | |
| 105 | 29 |
high
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 88 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.052045 |
|---|---|
| Minimum | 27 |
| Maximum | 115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.8 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 53 |
| median | 75 |
| Q3 | 95 |
| 95-th percentile | 106 |
| Maximum | 115 |
| Range | 88 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 22.139989 |
|---|---|
| Coefficient of variation (CV) | 0.29897877 |
| Kurtosis | -1.3968278 |
| Mean | 74.052045 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.033706364 |
| Sum | 179280 |
| Variance | 490.17911 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6186229194 |
Gap statistics
| number of gaps | 502 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 12 minutes |
| std | 8 hours, 18 minutes and 34.69 seconds |
| Value | Count | Frequency (%) |
| 94 | 65 | 2.7% |
| 98 | 64 | 2.6% |
| 47 | 64 | 2.6% |
| 53 | 63 | 2.6% |
| 49 | 61 | 2.5% |
| 54 | 60 | 2.5% |
| 48 | 60 | 2.5% |
| 50 | 59 | 2.4% |
| 46 | 56 | 2.3% |
| 100 | 55 | 2.3% |
| Other values (78) | 1814 |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 29 | 2 | 0.1% |
| 30 | 3 | 0.1% |
| 31 | 5 | |
| 32 | 11 | |
| 33 | 5 | |
| 34 | 7 | |
| 35 | 6 | |
| 36 | 4 | 0.2% |
| 37 | 9 |
| Value | Count | Frequency (%) |
| 115 | 1 | < 0.1% |
| 114 | 2 | 0.1% |
| 113 | 6 | 0.2% |
| 112 | 3 | 0.1% |
| 111 | 3 | 0.1% |
| 110 | 7 | 0.3% |
| 109 | 21 | |
| 108 | 24 | |
| 107 | 33 | |
| 106 | 23 |
low
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 87 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.118959 |
|---|---|
| Minimum | 26 |
| Maximum | 112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.8 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 51 |
| median | 73 |
| Q3 | 93 |
| 95-th percentile | 104 |
| Maximum | 112 |
| Range | 86 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 21.953423 |
|---|---|
| Coefficient of variation (CV) | 0.30440571 |
| Kurtosis | -1.3783931 |
| Mean | 72.118959 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.031287718 |
| Sum | 174600 |
| Variance | 481.95279 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5870544091 |
Gap statistics
| number of gaps | 502 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 12 minutes |
| std | 8 hours, 18 minutes and 34.69 seconds |
| Value | Count | Frequency (%) |
| 48 | 63 | 2.6% |
| 97 | 61 | 2.5% |
| 93 | 61 | 2.5% |
| 45 | 60 | 2.5% |
| 95 | 57 | 2.4% |
| 49 | 57 | 2.4% |
| 47 | 57 | 2.4% |
| 44 | 56 | 2.3% |
| 51 | 55 | 2.3% |
| 46 | 55 | 2.3% |
| Other values (77) | 1839 |
| Value | Count | Frequency (%) |
| 26 | 2 | 0.1% |
| 27 | 2 | 0.1% |
| 28 | 3 | 0.1% |
| 29 | 7 | |
| 30 | 9 | |
| 31 | 6 | |
| 32 | 4 | |
| 33 | 4 | |
| 34 | 6 | |
| 35 | 6 |
| Value | Count | Frequency (%) |
| 112 | 2 | 0.1% |
| 111 | 5 | 0.2% |
| 110 | 2 | 0.1% |
| 109 | 3 | 0.1% |
| 108 | 9 | 0.4% |
| 107 | 17 | |
| 106 | 29 | |
| 105 | 29 | |
| 104 | 40 | |
| 103 | 30 |
open
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 88 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.141677 |
|---|---|
| Minimum | 27 |
| Maximum | 114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.8 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 52 |
| median | 74 |
| Q3 | 94 |
| 95-th percentile | 105 |
| Maximum | 114 |
| Range | 87 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 22.068324 |
|---|---|
| Coefficient of variation (CV) | 0.30172023 |
| Kurtosis | -1.386194 |
| Mean | 73.141677 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.033200776 |
| Sum | 177076 |
| Variance | 487.01091 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6128440983 |
Gap statistics
| number of gaps | 502 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 12 minutes |
| std | 8 hours, 18 minutes and 34.69 seconds |
| Value | Count | Frequency (%) |
| 49 | 68 | 2.8% |
| 97 | 65 | 2.7% |
| 93 | 64 | 2.6% |
| 46 | 64 | 2.6% |
| 45 | 62 | 2.6% |
| 51 | 60 | 2.5% |
| 53 | 59 | 2.4% |
| 48 | 58 | 2.4% |
| 52 | 54 | 2.2% |
| 94 | 52 | 2.1% |
| Other values (78) | 1815 |
| Value | Count | Frequency (%) |
| 27 | 2 | 0.1% |
| 28 | 3 | 0.1% |
| 29 | 3 | 0.1% |
| 30 | 5 | |
| 31 | 10 | |
| 32 | 4 | 0.2% |
| 33 | 6 | |
| 34 | 5 | |
| 35 | 5 | |
| 36 | 8 |
| Value | Count | Frequency (%) |
| 114 | 1 | < 0.1% |
| 113 | 4 | 0.2% |
| 112 | 3 | 0.1% |
| 111 | 2 | 0.1% |
| 110 | 4 | 0.2% |
| 109 | 10 | 0.4% |
| 108 | 19 | |
| 107 | 31 | |
| 106 | 29 | |
| 105 | 27 |
repaired?
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 21.3 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 2421 |
volume
Numeric time series
High correlation Non stationary Seasonal
| Distinct | 2414 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 415421.09 |
|---|---|
| Minimum | 48516 |
| Maximum | 1311000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 37.8 KiB |
Quantile statistics
| Minimum | 48516 |
|---|---|
| 5-th percentile | 150682 |
| Q1 | 253202 |
| median | 350221 |
| Q3 | 558344 |
| 95-th percentile | 806219 |
| Maximum | 1311000 |
| Range | 1262484 |
| Interquartile range (IQR) | 305142 |
Descriptive statistics
| Standard deviation | 212266.63 |
|---|---|
| Coefficient of variation (CV) | 0.5109674 |
| Kurtosis | 0.097068676 |
| Mean | 415421.09 |
| Median Absolute Deviation (MAD) | 128536 |
| Skewness | 0.82924818 |
| Sum | 1.0057345 × 109 |
| Variance | 4.5057124 × 1010 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2029823001 |
Gap statistics
| number of gaps | 502 |
|---|---|
| min | 3 days |
| max | 5 days |
| mean | 3 days, 3 hours and 12 minutes |
| std | 8 hours, 18 minutes and 34.69 seconds |
| Value | Count | Frequency (%) |
| 226343 | 2 | 0.1% |
| 895643 | 2 | 0.1% |
| 598836 | 2 | 0.1% |
| 317997 | 2 | 0.1% |
| 297522 | 2 | 0.1% |
| 132427 | 2 | 0.1% |
| 250038 | 2 | 0.1% |
| 488465 | 1 | < 0.1% |
| 406386 | 1 | < 0.1% |
| 476988 | 1 | < 0.1% |
| Other values (2404) | 2404 |
| Value | Count | Frequency (%) |
| 48516 | 1 | |
| 51877 | 1 | |
| 65666 | 1 | |
| 83702 | 1 | |
| 84627 | 1 | |
| 90824 | 1 | |
| 91398 | 1 | |
| 92780 | 1 | |
| 93130 | 1 | |
| 95270 | 1 |
| Value | Count | Frequency (%) |
| 1311000 | 1 | |
| 1253566 | 1 | |
| 1182327 | 1 | |
| 1173581 | 1 | |
| 1147389 | 1 | |
| 1136232 | 1 | |
| 1135440 | 1 | |
| 1124959 | 1 | |
| 1108052 | 1 | |
| 1095643 | 1 |
Interactions
Correlations
| adj close | close | high | low | open | volume | |
|---|---|---|---|---|---|---|
| adj close | 1.000 | 1.000 | 0.999 | 0.999 | 0.997 | -0.601 |
| close | 1.000 | 1.000 | 0.999 | 0.999 | 0.997 | -0.601 |
| high | 0.999 | 0.999 | 1.000 | 0.998 | 0.999 | -0.596 |
| low | 0.999 | 0.999 | 0.998 | 1.000 | 0.998 | -0.606 |
| open | 0.997 | 0.997 | 0.999 | 0.998 | 1.000 | -0.599 |
| volume | -0.601 | -0.601 | -0.596 | -0.606 | -0.599 | 1.000 |
Missing values
Sample
| Date | adj close | close | high | low | open | repaired? | volume | |
|---|---|---|---|---|---|---|---|---|
| 2010-01-04 | 2010-01-04 | 82 | 82 | 82 | 80 | 80 | False | 263542 |
| 2010-01-05 | 2010-01-05 | 82 | 82 | 82 | 81 | 82 | False | 258887 |
| 2010-01-06 | 2010-01-06 | 83 | 83 | 84 | 81 | 81 | False | 370059 |
| 2010-01-07 | 2010-01-07 | 83 | 83 | 83 | 82 | 83 | False | 246632 |
| 2010-01-08 | 2010-01-08 | 83 | 83 | 83 | 82 | 83 | False | 310377 |
| 2010-01-11 | 2010-01-11 | 83 | 83 | 84 | 82 | 83 | False | 296304 |
| 2010-01-12 | 2010-01-12 | 81 | 81 | 82 | 80 | 82 | False | 333866 |
| 2010-01-13 | 2010-01-13 | 80 | 80 | 81 | 78 | 80 | False | 401627 |
| 2010-01-14 | 2010-01-14 | 79 | 79 | 80 | 79 | 80 | False | 275404 |
| 2010-01-15 | 2010-01-15 | 78 | 78 | 79 | 78 | 79 | False | 200555 |
| Date | adj close | close | high | low | open | repaired? | volume | |
|---|---|---|---|---|---|---|---|---|
| 2019-08-06 | 2019-08-06 | 54 | 54 | 55 | 53 | 55 | False | 682794 |
| 2019-08-07 | 2019-08-07 | 51 | 51 | 54 | 51 | 53 | False | 1063214 |
| 2019-08-08 | 2019-08-08 | 53 | 53 | 53 | 52 | 52 | False | 724762 |
| 2019-08-09 | 2019-08-09 | 54 | 54 | 55 | 52 | 53 | False | 726386 |
| 2019-08-12 | 2019-08-12 | 55 | 55 | 55 | 54 | 54 | False | 611027 |
| 2019-08-13 | 2019-08-13 | 57 | 57 | 57 | 54 | 55 | False | 783486 |
| 2019-08-14 | 2019-08-14 | 55 | 55 | 57 | 54 | 57 | False | 718293 |
| 2019-08-15 | 2019-08-15 | 54 | 54 | 55 | 54 | 55 | False | 527866 |
| 2019-08-16 | 2019-08-16 | 55 | 55 | 56 | 54 | 55 | False | 168345 |
| 2019-08-19 | 2019-08-19 | 56 | 56 | 56 | 55 | 55 | False | 113571 |